Anomaly Detection on EWJ
83.89Aff-F ScoreMindTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MindTSModality=Multimodal (Time series + Text)2026.03 | 83.89 | 50.42 | 84.12 | |
| TsNetModality=Unimodal (Time series only)2026.03 | 81.82 | 43.15 | 75.76 | |
| ModernModality=Unimodal (Time series only)2026.03 | 81.57 | 44.75 | 83.88 | |
| DADAModality=Unimodal (Time series only)2026.03 | 81.26 | 43.36 | 71.79 | |
| iTransModality=Unimodal (Time series only)2026.03 | 78.27 | 28.98 | 72.16 | |
| UTimeModality=Unimodal (Time series only)2026.03 | 78.22 | 32.39 | 64.49 | |
| TimerModality=Unimodal (Time series only)2026.03 | 78.06 | 33.17 | 67.72 | |
| UniTSModality=Unimodal (Time series only)2026.03 | 77.61 | 39.32 | 73.91 | |
| G4TSModality=Unimodal (Time series only)2026.03 | 76.65 | 35.63 | 67.95 | |
| PatchModality=Unimodal (Time series only)2026.03 | 75.82 | 36.08 | 71.56 | |
| LODAModality=Unimodal (Time series only)2026.03 | 72.06 | 40.08 | 61.65 | |
| HBOSModality=Unimodal (Time series only)2026.03 | 71.03 | 41.19 | 62.07 | |
| TranADModality=Unimodal (Time series only)2026.03 | 69.22 | 17.8 | 49.6 | |
| IFModality=Unimodal (Time series only)2026.03 | 67.55 | 37.81 | 59.24 | |
| LMixerModality=Unimodal (Time series only)2026.03 | 66.86 | 15.21 | 46.8 | |
| A.T.Modality=Unimodal (Time series only)2026.03 | 59.03 | 10.85 | 31.75 | |
| PCAModality=Unimodal (Time series only)2026.03 | 51.06 | 19.38 | 45.26 | |
| DCModality=Unimodal (Time series only)2026.03 | 48.1 | 15.37 | 47.1 |